Implement algorithms for machine learning III

Completed Posted 6 years ago Paid on delivery
Completed Paid on delivery

I am hiring developers to implement new algorithms for the [url removed, login to view] Framework ([url removed, login to view]). This offer is for someone to implement the Fast K-Means algorithm (also known as mini-batch k-means) discussed in [url removed, login to view], [url removed, login to view], [url removed, login to view] and, most importantly, [url removed, login to view]~dsculley/papers/[url removed, login to view] .

The [url removed, login to view] Framework is written entirely in C#. The outcome of the work would need to be licensed under the MIT License.

Any implementation would need to observe at least 4 key aspects:

1. It would need to be substantially faster than the current K-Means implementation in [url removed, login to view];

1. It would need to follow the mini-batch k-means approach described in [url removed, login to view], [url removed, login to view], [url removed, login to view] and, most importantly, [url removed, login to view]~dsculley/papers/[url removed, login to view] .

1. It would need to respect [url removed, login to view]'s clustering interfaces;

1. It would require as well unit tests showing that the algorithm respects items 1, 2, and 3 above.

The implementations can be delivered as a pull-request to the project's issue tracker at [url removed, login to view]

You can also update issue [url removed, login to view] with any questions you might have about the implementation.

Also note that, after this work is complete, there are many other similar works that you might be able to apply for.

.NET C# Programming

Project ID: #14978878

About the project

8 proposals Remote project Active 6 years ago

Awarded to:

milossimicms

I can implement fast K-Means as we discussed in chat. :) Relevant Skills and Experience A year or so with Machine Learning, two years with metaheuristics and statistics. Proposed Milestones €150 EUR - C# Implementati More

€150 EUR in 7 days
(1 Review)
2.5

8 freelancers are bidding on average €135 for this job

TopTower22

hello,how are you. i read your bid carefully. i am C#, ASP.Net expert and have full experience for 7 years. C#, ASP.Net language is my top skill and my interested skill. I can provide most quality and high fast. if More

€155 EUR in 3 days
(19 Reviews)
6.0
martinrisa1

Hi, I am professional freelancer and student of theoretic informatics, I have several experience with K-means algorithm and C# development. Actually my bachelor thesis was about k-means algorithm. Relevant Skills and More

€150 EUR in 3 days
(0 Reviews)
1.8
faridakamal

I worked on this type of project more than one time and it's first time to work as a freelancer. I need to prove myself and experience on this field Relevant Skills and Experience I worked on similar project in my fac More

€111 EUR in 1 day
(0 Reviews)
0.0
tbrifki64

A proposal has not yet been provided

€100 EUR in 5 days
(0 Reviews)
0.0